Caldwell Creek is a stream located in Ripley County, Missouri. It appears on the Oxly USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 305.12 feet (93.00 m) above sea level. The nearest populated place is Oxly, approximately 0.7 miles to the NW.